PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent

Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon

Abstract: Stochastic Dual Coordinate Descent (DCD) is one of the most efficient ways to solve the family of L2-regularized empirical risk minimization problems, including linear SVM, logistic regression, and...